{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "邮件发送成功\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1440x2880 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import smtplib\n",
    "from email.mime.image import MIMEImage\n",
    "from email.mime.multipart import MIMEMultipart\n",
    "from email.mime.text import MIMEText\n",
    "from email.header import Header\n",
    "\n",
    "'''\n",
    "运维单分析脚本\n",
    "'''\n",
    "\n",
    "def data_process(file):\n",
    "    \"\"\"\n",
    "    处理CSV文件数据 '运维单分析0311.csv'\n",
    "    \"\"\"\n",
    "    csv_file = file\n",
    "    data = pd.DataFrame(pd.read_csv(csv_file))\n",
    "    # 删除不需要的列\n",
    "    del_cum = ('问题关键字','问题ID','状态','自定义字段(开发人)','自定义字段(测试人)')\n",
    "    for x in del_cum:\n",
    "        data.pop(x)\n",
    "    # 把创建时间去掉时分秒，并格式化成时间格式\n",
    "    n = 0\n",
    "    data['日期'] = ''\n",
    "    for i in data['创建日期']:\n",
    "        data['日期'].loc[n] = i[:10]\n",
    "        n += 1\n",
    "    del data['创建日期']\n",
    "    # 设置日期列为索引\n",
    "    data = data.set_index(pd.to_datetime(data['日期']))\n",
    "    # 添加 bug列、flag列，用于统计 bug数、总数\n",
    "    # 先增加列并赋值是整数，使用时新增并赋值会是浮点数\n",
    "    data['bug'] = 0\n",
    "    data['flag'] = 1\n",
    "    # 本月运维单总数\n",
    "    total = data.shape[0]\n",
    "    # bug总数\n",
    "    bug_total = data.loc[data['自定义字段(是否BUG)']=='是',:].shape[0]\n",
    "    # 为bug数据添加标记，便于后续分组统计\n",
    "    data.loc[data['自定义字段(是否BUG)']=='是','bug'] =1\n",
    "\n",
    "    # 运维单标签分组统计\n",
    "    data_f = data.groupby('标签').sum()\n",
    "    tag_name = list(data_f.index)\n",
    "    tag_sum = list(data_f['flag'])\n",
    "    # 将标签名称和数量拼接，做为饼图的标注\n",
    "    tag_list = []\n",
    "    for t in range(len(tag_name)):\n",
    "        tag_list.append(tag_name[t]+' ('+str(tag_sum[t])+')')\n",
    "\n",
    "    # 客户项目分组统计\n",
    "    data_p = data.groupby('自定义字段(客户项目)').sum()\n",
    "    xm_name = list(data_p.index)\n",
    "    xm_sum = list(data_p['flag'])\n",
    "    xm_list = []\n",
    "    for t in range(len(xm_name)):\n",
    "        xm_list.append(xm_name[t].split('_')[0]+' ('+str(xm_sum[t])+')')\n",
    "\n",
    "    # 工时统计\n",
    "    # 按天分组\n",
    "    data = data.resample('D').sum()\n",
    "    # 分组后的日期列\n",
    "    date = data.index\n",
    "    # 取出第一个日期的月份，作为运维单统计月份\n",
    "    month = pd.Timestamp(date[0]).month\n",
    "    # 开发工时\n",
    "    dev_time = data['自定义字段(实际开发工时)'].sum()\n",
    "    # 测试工时\n",
    "    test_time = data['自定义字段(实际测试工时)'].sum()\n",
    "    # 总工时\n",
    "    total_time = dev_time + test_time\n",
    "\n",
    "    # 组装绘图的基础数据\n",
    "    data_dict = {'运维单总数':total,'bug总数':bug_total,'标签名称':tag_name,'标签数':tag_sum,'标签标注':tag_list,'项目名称':xm_name,'项目bug数':xm_sum,'项目标注':xm_list,'日期':date,'月份':month,'开发工时':dev_time,'测试工时':test_time,'总工时':total_time,'pd_data':data}\n",
    "\n",
    "    return data_dict\n",
    "\n",
    "\n",
    "def to_chart(data_dict):\n",
    "    \"\"\"\n",
    "    绘图\n",
    "    \"\"\"\n",
    "    d = data_dict\n",
    "\n",
    "    # 将全局的字体设置为黑体\n",
    "    plt.rcParams['font.family'] = 'SimHei'\n",
    "\n",
    "    # 画布 宽、高\n",
    "    figure1 = plt.figure(figsize=(20,40))\n",
    "\n",
    "\n",
    "    # 添加图形第一个\n",
    "    ax2 = figure1.add_subplot(4,1,1)\n",
    "    plt.title('{}月运维单统计（{}）'.format(d['月份'],d['运维单总数']),fontdict={'family':'Microsoft YaHei','size':20})\n",
    "    plt.xlabel('日 期（日）',fontdict={'family':'Microsoft YaHei','size':15})\n",
    "    # 将日期索引转为Timestamp对象，取出日期作为横坐标\n",
    "    def day(date):\n",
    "        return pd.Timestamp(date).day\n",
    "    x1 = list(map(day,d['日期']))\n",
    "    plt.xticks(x1,fontsize=14)\n",
    "    plt.ylabel('数量',fontdict={'family':'Microsoft YaHei','size':15})\n",
    "    plt.ylim([0,11])\n",
    "    plt.yticks(np.arange(0,11,1),fontsize=14)\n",
    "    # 绘制柱状图\n",
    "    plt.bar(x1,d['pd_data']['flag'],width=0.6,color='#fcaf17',label='支持 {}'.format(d['运维单总数']-d['bug总数']))\n",
    "    plt.bar(x1,d['pd_data']['bug'],width=0.6,color='red',label='bug {}'.format(d['bug总数']))\n",
    "    # 添加图例,文字为 bar 的label\n",
    "    plt.legend(loc=2,fontsize=16)\n",
    "    # 给柱形图上方添加标签\n",
    "    for x,y in zip(x1,d['pd_data']['flag']):\n",
    "        if y>0:\n",
    "            plt.text(x=x,y=y+0.2,s=y,fontdict={'size':15})\n",
    "    # 添加运维单、bug总数\n",
    "    # plt.text(x=5,y=10.5,s='运维单总数：{}'.format(total),fontdict={'family':'Microsoft YaHei','size':14})\n",
    "    # plt.text(x=5,y=10,s='bug总数：{}'.format(bug_total),fontdict={'family':'Microsoft YaHei','size':14})\n",
    "\n",
    "\n",
    "    # 添加图形，第三个\n",
    "    ax1 = figure1.add_subplot(4,1,3)\n",
    "    plt.title('运维单分类',fontdict={'family':'Microsoft YaHei','size':20})\n",
    "    # 绘制饼图\n",
    "    plt.pie(d['标签数'],explode=[0,0,0.1,0,0],autopct=\"%1.1f%%\",labels=d['标签标注'],textprops={'fontsize':18},colors=[plt.cm.Set3(i) for i in range(len(d['标签名称']))])\n",
    "\n",
    "    # 添加图形，第二个\n",
    "    ax1 = figure1.add_subplot(4,1,2)\n",
    "    plt.title('投入工时（{}）'.format(d['总工时']),fontdict={'family':'Microsoft YaHei','size':20})\n",
    "    plt.xlabel('日 期（日）',fontdict={'family':'Microsoft YaHei','size':15})\n",
    "    plt.xticks(x1,fontsize=14)\n",
    "    plt.ylabel('工 时（h）',fontdict={'family':'Microsoft YaHei','size':15})\n",
    "    plt.ylim([0,11])\n",
    "    plt.yticks(np.arange(0,11,1),fontsize=14)\n",
    "    # 绘制柱状图\n",
    "    plt.bar(np.array(x1)-0.2,d['pd_data']['自定义字段(实际开发工时)'],width=0.4,color='#33a3dc',label='开发工时 {}'.format(d['开发工时']))\n",
    "    plt.bar(np.array(x1)+0.2,d['pd_data']['自定义字段(实际测试工时)'],width=0.4,color='lightgreen',label='测试工时 {}'.format(d['测试工时']))\n",
    "    # 添加图例,文字为 bar 的label\n",
    "    plt.legend(loc=2,fontsize=15)\n",
    "\n",
    "    # 添加图形，第四个\n",
    "    ax1 = figure1.add_subplot(4,1,4)\n",
    "    plt.title('客户项目分类',fontdict={'family':'Microsoft YaHei','size':20})\n",
    "    # 绘制饼图\n",
    "    cmap = []\n",
    "    for i in range(len(d['项目名称'])):\n",
    "        if i >11:\n",
    "            i -= 12 \n",
    "        cmap.append(plt.cm.Set3(i))\n",
    "\n",
    "    plt.pie(d['项目bug数'],explode=[0*x for x in range(len(d['项目名称']))],autopct=\"%1.1f%%\",labels=d['项目标注'],textprops={'fontsize':18},colors=cmap)\n",
    "\n",
    "\n",
    "    plt.savefig('{}月运维单图表.jpg'.format(d['月份']))\n",
    "    # plt.show()\n",
    "\n",
    "\n",
    "def send_email(email_data,receiver_list):\n",
    "    \"\"\"\n",
    "    发送邮件\n",
    "    ['1367575492@qq.com']\n",
    "    \"\"\"\n",
    "    e = email_data\n",
    "    r = receiver_list\n",
    "\n",
    "    # 第三方 SMTP 服务\n",
    "    mail_host=\"smtp.qq.com\"          #设置服务器\n",
    "    mail_user=\"1367575492@qq.com\"    #用户名\n",
    "    mail_pass=\"dtbrgmyixupfhfde\"     #口令 \n",
    " \n",
    " \n",
    "    sender = '1367575492@qq.com'  # 发件邮箱\n",
    "    receivers = r  # 接收邮箱\n",
    "\n",
    "    msgRoot = MIMEMultipart('related')\n",
    "    msgRoot['From'] = Header(\"测试\", 'utf-8')\n",
    "    msgRoot['To'] =  Header(\"Dear all\", 'utf-8')\n",
    "    subject = '上月运维单分析'\n",
    "    msgRoot['Subject'] = Header(subject, 'utf-8')\n",
    " \n",
    "    msgAlternative = MIMEMultipart('alternative')\n",
    "    msgRoot.attach(msgAlternative)\n",
    " \n",
    " \n",
    "    mail_msg = \"\"\"\n",
    "    <h3>上月运维单数据：</h3>\n",
    "    <p>运维单总数<b> {} </b>个 ，其中bug<b> {} </b>个，非bug<b> {} </b>个</p>\n",
    "    <p>投入总工时<b> {} </b>小时，其中开发工时<b> {} </b>，测试工时<b> {} </b></p>\n",
    "    <h3>分析结果如下：</h3>\n",
    "    <p><img src=\"cid:image1\"></p>\n",
    "    \"\"\".format(e['运维单总数'],e['bug总数'],e['运维单总数']-e['bug总数'],e['总工时'],e['开发工时'],e['测试工时'])\n",
    "    msgAlternative.attach(MIMEText(mail_msg, 'html', 'utf-8'))\n",
    " \n",
    "    # 指定图片为当前目录\n",
    "    fp = open('2月运维单图表.jpg', 'rb')\n",
    "    msgImage = MIMEImage(fp.read())\n",
    "    fp.close()\n",
    " \n",
    "    # 定义图片 ID，在 HTML 文本中引用\n",
    "    msgImage.add_header('Content-ID', '<image1>')\n",
    "    msgRoot.attach(msgImage)\n",
    " \n",
    " \n",
    "    try:\n",
    "        smtpObj = smtplib.SMTP_SSL(mail_host, 465) # 465 为 SMTP 端口号\n",
    "        smtpObj.login(mail_user,mail_pass)\n",
    "        smtpObj.sendmail(sender, receivers, msgRoot.as_string())\n",
    "        print (\"邮件发送成功\")\n",
    "        smtpObj.quit() \n",
    "    except smtplib.SMTPException:\n",
    "        print (\"Error: 无法发送邮件\")\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    chart_data = data_process('运维单分析0311.csv')\n",
    "    to_chart(chart_data)\n",
    "    send_email(chart_data,['1367575492@qq.com','songwenwen@hdkj123.com'])\n"
   ]
  }
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